Basic Statistics

Raw Counts

Name Value
Rows 316,148
Columns 12
Discrete columns 11
Continuous columns 1
All missing columns 0
Missing observations 315,889
Complete Rows 152,334
Total observations 3,793,776
Memory allocation 34.6 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 5 columns ignored with more than 50 categories.
## person_id: 90784 categories
## offense_date: 4167 categories
## filed: 1768 categories
## charge: 1335 categories
## dispo_date: 2294 categories

QQ Plot

Correlation Analysis

## 8 features with more than 20 categories ignored!
## person_id: 56457 categories
## offense_date: 3449 categories
## filed: 1740 categories
## charge: 469 categories
## type_crime: 28 categories
## code_ucc_ctgry: 25 categories
## description_disposition_reason: 43 categories
## dispo_date: 2107 categories

Principal Component Analysis

## 5 features with more than 50 categories ignored!
## person_id: 56457 categories
## offense_date: 3449 categories
## filed: 1740 categories
## charge: 469 categories
## dispo_date: 2107 categories